CN116762315A - 利用人工智能自动修复安全问题的技术 - Google Patents

利用人工智能自动修复安全问题的技术 Download PDF

Info

Publication number
CN116762315A
CN116762315A CN202180086916.1A CN202180086916A CN116762315A CN 116762315 A CN116762315 A CN 116762315A CN 202180086916 A CN202180086916 A CN 202180086916A CN 116762315 A CN116762315 A CN 116762315A
Authority
CN
China
Prior art keywords
response
local
global
question
model
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202180086916.1A
Other languages
English (en)
Chinese (zh)
Inventor
L·库珀曼
R·R·阿帕拉帕蒂
P·亚穆纳
V·P·莫迪
M·贝格
R·斯里瓦斯塔瓦
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Oracle International Corp
Original Assignee
Oracle International Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Oracle International Corp filed Critical Oracle International Corp
Publication of CN116762315A publication Critical patent/CN116762315A/zh
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/16—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks using machine learning or artificial intelligence
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1408—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic by monitoring network traffic
    • H04L63/1425—Traffic logging, e.g. anomaly detection
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1441—Countermeasures against malicious traffic
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/2866—Architectures; Arrangements
    • H04L67/30—Profiles
    • H04L67/306—User profiles

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Computer Security & Cryptography (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Signal Processing (AREA)
  • Mathematical Physics (AREA)
  • Medical Informatics (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Computer Hardware Design (AREA)
  • Computational Linguistics (AREA)
  • Databases & Information Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
CN202180086916.1A 2020-12-22 2021-01-11 利用人工智能自动修复安全问题的技术 Pending CN116762315A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US17/130,867 US20220198322A1 (en) 2020-12-22 2020-12-22 Techniques for auto-remediating security issues with artificial intelligence
US17/130,867 2020-12-22
PCT/US2021/012890 WO2022139858A1 (en) 2020-12-22 2021-01-11 Techniques for auto-remediating security issues with artificial intelligence

Publications (1)

Publication Number Publication Date
CN116762315A true CN116762315A (zh) 2023-09-15

Family

ID=74562003

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202180086916.1A Pending CN116762315A (zh) 2020-12-22 2021-01-11 利用人工智能自动修复安全问题的技术

Country Status (5)

Country Link
US (1) US20220198322A1 (https=)
EP (1) EP4268423B1 (https=)
JP (2) JP7703662B2 (https=)
CN (1) CN116762315A (https=)
WO (1) WO2022139858A1 (https=)

Families Citing this family (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11785104B2 (en) * 2017-11-27 2023-10-10 Lacework, Inc. Learning from similar cloud deployments
US11714683B1 (en) * 2021-01-29 2023-08-01 Splunk Inc. Information technology and security application automation architecture
US11783068B2 (en) * 2021-03-24 2023-10-10 Bank Of America Corporation System for dynamic exposure monitoring
US12118378B2 (en) * 2021-06-02 2024-10-15 Salesforce, Inc. Application programming interface for spinning up machine learning inferencing server on demand
US12063252B2 (en) * 2021-09-16 2024-08-13 Dell Products L.P. Automatic handling of security drift in cloud environments
US20230252137A1 (en) * 2022-02-07 2023-08-10 Arris Enterprises Llc Method and apparatus to detect and manage aberrant use of a software signing, encryption and obfuscation system
US12530262B2 (en) 2022-06-16 2026-01-20 Oracle International Corporation Concurrent and non-blocking object deletion for cross-region replications
US12608401B2 (en) 2022-06-16 2026-04-21 Oracle International Corporation Techniques for replication-aware resource management and task management of file systems
US12487972B2 (en) 2022-06-16 2025-12-02 Oracle International Corporation Techniques for maintaining snapshot key consistency involving garbage collection during file system cross-region replication
JP2025523408A (ja) 2022-06-16 2025-07-23 オラクル・インターナショナル・コーポレイション 災害復旧中のレプリケーションチェックポイントのための技術
US12147394B2 (en) 2022-06-16 2024-11-19 Oracle International Corporation Techniques for resource utilization in replication pipeline processing
US12306801B2 (en) 2022-06-16 2025-05-20 Oracle International Corporation Scalable and secure cross region and optimized file system delta transfer for cloud scale
US12455861B2 (en) 2022-06-16 2025-10-28 Oracle International Corporation Techniques for efficient encryption and decryption during file system cross-region replication
US12425408B1 (en) * 2022-08-16 2025-09-23 Block, Inc. Offline risk management pipeline
US12210629B2 (en) * 2022-12-28 2025-01-28 Sumo Logic, Inc. Incident confidence level
US12197790B2 (en) * 2023-02-09 2025-01-14 Oracle International Corporation Data recovery techniques using cloud consistency groups
US20240303551A1 (en) * 2023-03-08 2024-09-12 The Toronto-Dominion Bank Real-time prediction of future events using trained artificial intelligence processes and inferred ground-truth labels
US11930048B1 (en) * 2023-07-31 2024-03-12 Intuit, Inc. Testing complex decision systems using outcome learning-based machine learning models
US20250131391A1 (en) * 2023-10-20 2025-04-24 T-Mobile Innovations Llc Maintenance Tracking in Alarms
WO2025188629A1 (en) * 2024-03-07 2025-09-12 Cisco Technology, Inc. Llm technology with human input reinforcement learning for suggesting the follow up response actions to detections and incidents
US20250286914A1 (en) * 2024-03-07 2025-09-11 Cisco Technology, Inc. Llm technology with human input reinforcement learning for suggesting the follow up response actions to detections and incidents
US12596791B1 (en) * 2025-03-28 2026-04-07 RockSteady Cloud Ltd. Security for computing clouds

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6598047B1 (en) * 1999-07-26 2003-07-22 David W. Russell Method and system for searching text
US20160232353A1 (en) 2015-02-09 2016-08-11 Qualcomm Incorporated Determining Model Protection Level On-Device based on Malware Detection in Similar Devices
US11182476B2 (en) * 2016-09-07 2021-11-23 Micro Focus Llc Enhanced intelligence for a security information sharing platform
US10432669B1 (en) * 2016-11-28 2019-10-01 Palo Alto Networks, Inc. Security appliance to monitor networked computing environment
WO2019138655A1 (ja) 2018-01-09 2019-07-18 日本電信電話株式会社 モデル学習装置、モデル学習方法、及びプログラム
US20200252802A1 (en) * 2019-02-06 2020-08-06 Pccw Vuclip (Singapore) Pte. Ltd. Apparatus and method for fraud detection
US11138003B2 (en) * 2019-04-02 2021-10-05 Taplytics Inc. Methods and systems for automatic determination of a device-specific configuration for a software application operating on a user device
US11050644B2 (en) * 2019-04-30 2021-06-29 Hewlett Packard Enterprise Development Lp Dynamic device anchoring to SD-WAN cluster
US10491617B1 (en) * 2019-05-31 2019-11-26 Sift Science, Inc. Systems and methods configuring a subscriber-specific ensemble of machine learning models
US11556737B2 (en) * 2019-12-04 2023-01-17 At&T Intellectual Property I, L.P. System, method, and platform for auto machine learning via optimal hybrid AI formulation from crowd
US12010128B2 (en) * 2020-12-17 2024-06-11 Mcafee, Llc Methods, systems, articles of manufacture and apparatus to build privacy preserving models

Also Published As

Publication number Publication date
JP2025160169A (ja) 2025-10-22
WO2022139858A1 (en) 2022-06-30
JP2024500904A (ja) 2024-01-10
EP4268423B1 (en) 2024-09-18
JP7703662B2 (ja) 2025-07-07
US20220198322A1 (en) 2022-06-23
EP4268423A1 (en) 2023-11-01

Similar Documents

Publication Publication Date Title
JP7703662B2 (ja) 人工知能でセキュリティ問題を自動修復するための技術
EP4028875B1 (en) Machine learning infrastructure techniques
US11789782B2 (en) Techniques for modifying cluster computing environments
EP4028874B1 (en) Techniques for adaptive and context-aware automated service composition for machine learning (ml)
US12242332B2 (en) Identifying root cause anomalies in time series
CN107690623B (zh) 自动异常检测和解决系统
JP6721596B2 (ja) 改善されたマルウェア保護のためにモバイルデバイスとの偽ユーザ対話を検出するための方法および装置
US9672123B2 (en) Deploying services on application server cloud with high availability
US12230020B2 (en) Techniques for dynamic time-based custom model generation
US20160306689A1 (en) Nexus determination in a computing device
US11704680B2 (en) Detecting fraudulent user accounts using graphs
US12216766B2 (en) Techniques for assessing container images for vulnerabilities
JP2024540956A (ja) 訓練されたモデルのバイアス評価のための技術
US20250077534A1 (en) Techniques for detecting anomalous data points in time series data
US20220207284A1 (en) Content targeting using content context and user propensity
US12333585B2 (en) Anomaly detection for bill generation
US20250173434A1 (en) Techniques for cross-source alert prioritization and remediation
US12380379B2 (en) Apparatuses, computer-implemented methods, and computer program products for managing a feature emphasis interface element
US12537796B2 (en) Automatic web application firewall (WAF) security suggester
US20250077901A1 (en) Multi-output model based forecasting
US12561174B2 (en) Framework for effective stress testing and application parameter prediction
US20260120008A1 (en) Personalized productivity assistant system
US20240005200A1 (en) Generation of inference logic from training-time artifacts for machine learning model deployments
US20230297861A1 (en) Graph recommendations for optimal model configurations
US20260111340A1 (en) Intelligent test selection based on big-data analysis and machine learning

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination